Is it much better to do online grocery shopping than actual shopping in supermarkets?

Even people who enjoy a trip to the grocery store have been making fewer trips this year following CDC advice for limiting exposure to the coronavirus. Many have stopped going altogether, choosing to order groceries online, over the phone, or through a grocery delivery app. The benefits in terms of maintaining good social distancing practices are obvious, but there are many possible health (and budget) benefits as well.